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      • July 16, 2024
      • Comment

      Do ‘Black Individuals’ Really Display No Linguistic Markers of Depression?

      By: Julian De Freitas
      Keywords: Social Media; Well-being; Race
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      De Freitas, Julian. "Do ‘Black Individuals’ Really Display No Linguistic Markers of Depression?" Proceedings of the National Academy of Sciences 121, no. 29 (July 16, 2024).
      • 2024
      • Working Paper

      How Inflation Expectations De-Anchor: The Role of Selective Memory Cues

      By: Nicola Gennaioli, Marta Leva, Raphael Schoenle and Andrei Shleifer
      In a model of memory and selective recall, household inflation expectations remain rigid when inflation is anchored but exhibit sharp instability during inflation surges, as similarity prompts retrieval of forgotten high-inflation experiences. Using data from the New... View Details
      Keywords: Cognition and Thinking; Inflation and Deflation; Personal Finance
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      Gennaioli, Nicola, Marta Leva, Raphael Schoenle, and Andrei Shleifer. "How Inflation Expectations De-Anchor: The Role of Selective Memory Cues." NBER Working Paper Series, No. 32633, June 2024.
      • May 14, 2024
      • Article

      One Way to Help Employees Build Emergency Savings

      By: Timothy Flacke and Peter Tufano
      Intentional cooperation between two organizations — BlackRock, a major asset management firm, and national non-profit, Commonwealth — created the conditions for the nation’s largest payroll processor, multiple U.S. employers, retirement record keepers, and others to... View Details
      Keywords: Saving; Personal Finance; Income; Nonprofit Organizations; Corporate Social Responsibility and Impact; Partners and Partnerships
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      Flacke, Timothy, and Peter Tufano. "One Way to Help Employees Build Emergency Savings." Harvard Business Review (website) (May 14, 2024).
      • July 2024
      • Case

      Replika AI: Alleviating Loneliness (A)

      By: Shikhar Ghosh and Shweta Bagai
      Eugenia Kuyda launched Replika AI in 2017 as an empathetic digital companion to combat loneliness and provide emotional support. The platform surged in popularity during the COVID-19 pandemic, offering non-judgmental support to isolated users. By 2023, Replika boasted... View Details
      Keywords: Entrepreneurship; Ethics; Health Pandemics; AI and Machine Learning; Well-being; Technology Industry
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      Ghosh, Shikhar, and Shweta Bagai. "Replika AI: Alleviating Loneliness (A)." Harvard Business School Case 824-088, July 2024.
      • July 1, 2024
      • Article

      Research: Speed Matters When Companies Respond to Social Issues

      By: Alison Wood Brooks, Jimin Nam, Maya Balakrishnan and Julian De Freitas
      Companies and their leaders face new pressures to make public statements about controversial and sometimes divisive social and political issues. New research shows that timing matters: consumers perceive a relationship between speed and authenticity, and discount... View Details
      Keywords: Perception; Social Issues; Public Opinion; Communication Strategy
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      Brooks, Alison Wood, Jimin Nam, Maya Balakrishnan, and Julian De Freitas. "Research: Speed Matters When Companies Respond to Social Issues." Harvard Business Review (website) (July 1, 2024).
      • 2024
      • Working Paper

      The Value of Silence: The Effect of UMG’s Licensing Dispute with TikTok on Music Demand

      By: Mengjie (Magie) Cheng, Elie Ofek and Hema Yoganarasimhan
      Social media platforms like TikTok have transformed how music is discovered, consumed, and monetized. This study examines the implications of the dispute between TikTok and Universal Music Group (UMG), which resulted in UMG excluding its music from TikTok from... View Details
      Keywords: Demand And Consumers; Monetization; Social Media; Revenue; Conflict and Resolution; Music Industry
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      Cheng, Mengjie (Magie), Elie Ofek, and Hema Yoganarasimhan. "The Value of Silence: The Effect of UMG’s Licensing Dispute with TikTok on Music Demand." Harvard Business School Working Paper, No. 25-014, July 2024. (Revised October 2024.)
      • 2024
      • Working Paper

      Webmunk: A New Tool for Studying Online Behavior and Digital Platforms

      By: Chiara Farronato, Andrey Fradkin and Chris Karr
      Understanding the behavior of users online is important for researchers, policymakers, and private companies alike. But observing online behavior and conducting experiments is difficult without direct access to the user base and software of technology companies. We... View Details
      Keywords: Policy; Technology Adoption; Behavior; Research; Consumer Behavior; Internet and the Web
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      Farronato, Chiara, Andrey Fradkin, and Chris Karr. "Webmunk: A New Tool for Studying Online Behavior and Digital Platforms." NBER Working Paper Series, No. 32694, July 2024.
      • July 2024
      • Article

      Whether to Apply

      By: Katherine B. Coffman, Manuela Collis and Leena Kulkarni
      Labor market outcomes depend, in part, upon an individual’s willingness to put herself forward for different opportunities. We use a series of experiments to explore gender differences in willingness to apply for higher return, more challenging work. We find that, in... View Details
      Keywords: Beliefs; Recruitment; Job Search; Gender; Attitudes
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      Coffman, Katherine B., Manuela Collis, and Leena Kulkarni. "Whether to Apply." Management Science 70, no. 7 (July 2024): 4649–4669.
      • 2024
      • Working Paper

      AI Companions Reduce Loneliness

      By: Julian De Freitas, Ahmet K. Uğuralp, Zeliha O. Uğuralp and Stefano Puntoni
      Chatbots are now able to engage in sophisticated conversations with consumers in the domain of relationships, providing a potential coping solution to widescale societal loneliness. Behavioral research provides little insight into whether these applications are... View Details
      Keywords: AI and Machine Learning; Technological Innovation; Behavior; Well-being
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      De Freitas, Julian, Ahmet K. Uğuralp, Zeliha O. Uğuralp, and Stefano Puntoni. "AI Companions Reduce Loneliness." Harvard Business School Working Paper, No. 24-078, June 2024.
      • June 2024
      • Case

      Metub: Scaling Influence beyond Vietnam

      By: Paul A. Gompers and Shu Lin
      Founded in 2014, Metub was a leading video and talent network in Vietnam. It managed over 3,000 channels on YouTube and more than 3,000 content creators. To expand creators’ income opportunities across multiple platforms, Metub had diversified beyond its original... View Details
      Keywords: Intellectual Property; Business or Company Management; Brands and Branding; Competition; Diversification; Expansion; Recruitment; Entrepreneurship; Media and Broadcasting Industry; Viet Nam; Southeast Asia
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      Gompers, Paul A., and Shu Lin. "Metub: Scaling Influence beyond Vietnam." Harvard Business School Case 824-137, June 2024.
      • June 2024 (Revised January 2025)
      • Background Note

      Politics Comes to ESG Investing

      By: Shawn Cole and Jonah Zahnd
      While the past decade has seen a dramatic increase in the incorporation of Environmental, Social and Governance (ESG) standards into investor practices, this momentum has shifted recently in the United States, as some politicians argued that ESG investing practices... View Details
      Keywords: Investment; Corporate Social Responsibility and Impact; United States
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      Cole, Shawn, and Jonah Zahnd. "Politics Comes to ESG Investing." Harvard Business School Background Note 224-107, June 2024. (Revised January 2025.)
      • June 2024 (Revised September 2024)
      • Case

      Driving Scale with Otto

      By: Rebecca Karp, David Allen and Annelena Lobb
      This case asks how startup founders make scaling decisions in light of their priorities for their business and for themselves. Otto was a technology company that applied artificial intelligence technology to sales. It deployed natural language processing to find sales... View Details
      Keywords: Artificial Intelligence; Natural Language Processing; B2B; B2B Innovation; Scaling; Scaling Tech Ventures; Business Startups; AI and Machine Learning; Finance; Sales; Business Strategy; Growth and Development Strategy; Entrepreneurship; Information Technology Industry; United States; Cambridge; New York (city, NY); Spain
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      Karp, Rebecca, David Allen, and Annelena Lobb. "Driving Scale with Otto." Harvard Business School Case 724-407, June 2024. (Revised September 2024.)
      • June 2024
      • Supplement

      GameStop: Social Media Finds a Cheat Code – Instructor Template

      By: Joseph Pacelli
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      Pacelli, Joseph. "GameStop: Social Media Finds a Cheat Code – Instructor Template." Harvard Business School Spreadsheet Supplement 124-720, June 2024.
      • June 2024
      • Supplement

      GameStop: Social Media Finds a Cheat Code – Student Template

      By: Joseph Pacelli
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      Pacelli, Joseph. "GameStop: Social Media Finds a Cheat Code – Student Template." Harvard Business School Spreadsheet Supplement 124-719, June 2024.
      • June 2024
      • Teaching Note

      GameStop: Social Media Finds a Cheat Code

      By: Joseph Pacelli
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      Pacelli, Joseph. "GameStop: Social Media Finds a Cheat Code." Harvard Business School Teaching Note 124-073, June 2024.
      • June 2024
      • Supplement

      Pal's Sudden Service (B)

      By: Gary P. Pisano, Francesca Gino and Ruth Page
      Pre-Abstract: Instructors should consider the timing of making videos available to students, as they may reveal key case details.

      Abstract: Pal's Sudden Service has developed a unique operating model and organizational culture in the quick service... View Details
      Keywords: Growth and Development Strategy; Organizational Culture; Motivation and Incentives; Service Operations; Food and Beverage Industry; Service Industry
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      Pisano, Gary P., Francesca Gino, and Ruth Page. "Pal's Sudden Service (B)." Harvard Business School Multimedia/Video Supplement 917-701, June 2024.
      • 2025
      • Working Paper

      Investor Influence on Media Coverage: Evidence from Venture Capital-Backed Startups

      By: Brian K. Baik and Albert Shin
      We examine whether and how investors influence media coverage of their private portfolio companies. Using a stacked difference-in-differences design, we find that media coverage of startups increases significantly following venture capital (VC) investment. The effect... View Details
      Keywords: Venture Capital; Entrepreneurship; Media; Reputation; Information
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      Baik, Brian K., and Albert Shin. "Investor Influence on Media Coverage: Evidence from Venture Capital-Backed Startups." Harvard Business School Working Paper, No. 24-073, May 2024. (Revised April 2025.)
      • June, 2024
      • Book Review

      Debunking Immigration Myths: A Review Essay of 'Streets of Gold: America’s Untold Story of Immigrant Success' (PublicAffairs, 2022) by Ran Abramitzky and Leah Boustan

      By: Marco Tabellini
      This essay reviews Streets of Gold: America’s Untold Story of Immigrant Success by Ran Abramitzky and Leah Boustan. This elegantly written book, highly accessible to both economists and non-economists, is a must-read for anyone interested in the topic of... View Details
      Keywords: Immigration; History; United States
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      Tabellini, Marco. "Debunking Immigration Myths: A Review Essay of 'Streets of Gold: America’s Untold Story of Immigrant Success' (PublicAffairs, 2022) by Ran Abramitzky and Leah Boustan." Journal of Economic Literature 62, no. 2 (June, 2024): 739–760.
      • June 2024
      • Article

      Defining Who You Are by Whom You Serve? Strategies for Prosocial–Professional Identity Integration with Clients

      By: Lakshmi Ramarajan and Julie Yen
      Many professionals want to both achieve professional success and contribute to society. Yet, in some professional contexts, these aims are in tension because serving elite clients is considered the pinnacle of professional success, but professionals themselves may view... View Details
      Keywords: Identity; Experience and Expertise; Corporate Social Responsibility and Impact; Behavior; Social Entrepreneurship
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      Ramarajan, Lakshmi, and Julie Yen. "Defining Who You Are by Whom You Serve? Strategies for Prosocial–Professional Identity Integration with Clients." Administrative Science Quarterly 69, no. 2 (June 2024): 515–567.
      • June 2024 (Revised November 2024)
      • Case

      Dylan Mulvaney and Bud Light

      By: Jill Avery and Celine Chammas
      On April 1, 2023, social media content creator and influencer Dylan Mulvaney recorded a promotional post. It featured a video of herself drinking from a can of Bud Light beer, offering a virtual toast to her followers. Alongside the video, she posted a photograph of a... View Details
      Keywords: Brand Crises; Brand Management; Influencer Marketing; Boycott; Marketing Strategy; Marketing Communications; Brands and Branding; Consumer Behavior; Social Media; Advertising; Social Issues; Public Opinion; Consumer Products Industry; Food and Beverage Industry; United States
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      Avery, Jill, and Celine Chammas. "Dylan Mulvaney and Bud Light." Harvard Business School Case 524-089, June 2024. (Revised November 2024.)
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